I agree with this comment. Back when the tools were crappy, it might've been better to build from scratch but with many good tools available now (often giving you better performance than building them on your own and also cheaper), you should at least try them. Especially if you are interested in running deep learning.

There are mlops sw for:
- low latency inference

- training large language models

- explainable ml

and more.